AU2017252091A1 - Method and system for energy consumption prediction - Google Patents

Method and system for energy consumption prediction

Info

Publication number
AU2017252091A1
AU2017252091A1 AU2017252091A AU2017252091A AU2017252091A1 AU 2017252091 A1 AU2017252091 A1 AU 2017252091A1 AU 2017252091 A AU2017252091 A AU 2017252091A AU 2017252091 A AU2017252091 A AU 2017252091A AU 2017252091 A1 AU2017252091 A1 AU 2017252091A1
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AU
Australia
Prior art keywords
usage
actual
forecast model
personal
predefined
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Abandoned
Application number
AU2017252091A
Other languages
English (en)
Inventor
Daniel ADRIAN
Noa RIMINI
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Grid4C Ltd
Original Assignee
Grid4C Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Grid4C Ltd filed Critical Grid4C Ltd
Publication of AU2017252091A1 publication Critical patent/AU2017252091A1/en
Abandoned legal-status Critical Current

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00—Administration; Management
    • G06Q10/04—Forecasting or optimisation specially adapted for administrative or management purposes, e.g. linear programming or "cutting stock problem"
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
    • G06F18/214—Generating training patterns; Bootstrap methods, e.g. bagging or boosting
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00—Arrangements for program control, e.g. control units
    • G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/46—Multiprogramming arrangements
    • G06F9/54—Interprogram communication
    • G06F9/542—Event management; Broadcasting; Multicasting; Notifications
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/06—Energy or water supply
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G06N20/20—Ensemble learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/02—Knowledge representation; Symbolic representation
    • G06N5/022—Knowledge engineering; Knowledge acquisition
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N5/00—Computing arrangements using knowledge-based models
    • G06N5/02—Knowledge representation; Symbolic representation
    • G06N5/022—Knowledge engineering; Knowledge acquisition
    • G06N5/025—Extracting rules from data
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N7/00—Computing arrangements based on specific mathematical models
    • G06N7/01—Probabilistic graphical models, e.g. probabilistic networks

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Business, Economics & Management (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Economics (AREA)
  • Software Systems (AREA)
  • Strategic Management (AREA)
  • Human Resources & Organizations (AREA)
  • General Engineering & Computer Science (AREA)
  • Data Mining & Analysis (AREA)
  • General Business, Economics & Management (AREA)
  • Tourism & Hospitality (AREA)
  • Marketing (AREA)
  • Evolutionary Computation (AREA)
  • Artificial Intelligence (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Quality & Reliability (AREA)
  • Health & Medical Sciences (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Game Theory and Decision Science (AREA)
  • Operations Research (AREA)
  • Development Economics (AREA)
  • Mathematical Physics (AREA)
  • Computing Systems (AREA)
  • Medical Informatics (AREA)
  • Multimedia (AREA)
  • Evolutionary Biology (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Public Health (AREA)
  • Water Supply & Treatment (AREA)
  • General Health & Medical Sciences (AREA)
  • Primary Health Care (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)
  • Computational Linguistics (AREA)
AU2017252091A 2016-04-19 2017-04-18 Method and system for energy consumption prediction Abandoned AU2017252091A1 (en)

Applications Claiming Priority (3)

Application Number Priority Date Filing Date Title
US201662324440P 2016-04-19 2016-04-19
US62/324,440 2016-04-19
PCT/IL2017/050455 WO2017183029A1 (fr) 2016-04-19 2017-04-18 Procédé et système de prévision de consommation d'énergie

Publications (1)

Publication Number Publication Date
AU2017252091A1 true AU2017252091A1 (en) 2018-11-22

Family

ID=60116657

Family Applications (1)

Application Number Title Priority Date Filing Date
AU2017252091A Abandoned AU2017252091A1 (en) 2016-04-19 2017-04-18 Method and system for energy consumption prediction

Country Status (4)

Country Link
US (1) US20190122132A1 (fr)
AU (1) AU2017252091A1 (fr)
IL (1) IL262446A (fr)
WO (1) WO2017183029A1 (fr)

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US10747289B2 (en) 2013-10-28 2020-08-18 Virtual Power Systems, Inc. Data center power manipulation
US11126242B2 (en) 2013-10-28 2021-09-21 Virtual Power Systems, Inc. Time varying power management within datacenters
US10585468B2 (en) 2016-08-18 2020-03-10 Virtual Power Systems, Inc. Datacenter power management using dynamic redundancy
US11461513B2 (en) 2016-08-18 2022-10-04 Cato Data center power scenario simulation
US11107016B2 (en) * 2016-08-18 2021-08-31 Virtual Power Systems, Inc. Augmented power control within a datacenter using predictive modeling
CA3090944A1 (fr) * 2017-02-08 2018-08-16 Upstream Data Inc. Mine a chaine de blocs dans une installation petroliere ou gaziere
US10969846B2 (en) 2017-05-25 2021-04-06 Virtual Power Systems, Inc. Secure communication initiation and execution for datacenter power control
JP6788555B2 (ja) * 2017-08-07 2020-11-25 株式会社東芝 情報処理システム、情報処理装置、及び情報処理方法
FR3075436B1 (fr) * 2017-12-18 2022-12-09 Electricite De France Systeme de prevision de consommation d'energie sur une periode predeterminee.
CN108200280A (zh) * 2017-12-28 2018-06-22 上海传英信息技术有限公司 功耗分析方法及终端
WO2019173203A1 (fr) 2018-03-05 2019-09-12 Virtual Power Systems, Inc. Hiérarchisation dynamique d'énergie de centre de données pour charges de travail
US11245543B2 (en) * 2018-06-15 2022-02-08 Microsoft Technology Licensing, Llc Identifying abnormal usage of electronic device
US10741087B1 (en) * 2018-08-13 2020-08-11 Alarm.Com Incorporated Drone digital locker builder
US11514220B2 (en) 2019-01-09 2022-11-29 International Business Machines Corporation Predicting power usage of a chip
CA3139776A1 (fr) 2019-05-15 2020-11-19 Upstream Data Inc. Systeme de minage de chaine de blocs portable et procedes d'utilisation
CN111738477B (zh) * 2019-08-01 2023-11-07 北方工业大学 基于深层特征组合的电网新能源消纳能力预测方法
US11755372B2 (en) * 2019-08-30 2023-09-12 Microstrategy Incorporated Environment monitoring and management
KR20210093015A (ko) * 2020-01-17 2021-07-27 삼성전자주식회사 시계열 데이터 예측 방법 및 이를 포함하는 장치
CN111382020A (zh) * 2020-03-06 2020-07-07 中国工商银行股份有限公司 交易流量监控方法及系统
CN111539563A (zh) * 2020-04-13 2020-08-14 珠海格力电器股份有限公司 一种用能安全状态预测方法、装置、服务器及存储介质
CN111489037B (zh) * 2020-04-14 2023-04-18 青海绿能数据有限公司 一种基于需求预测的新能源风机备件储备策略优化方法
CN112163728B (zh) * 2020-08-24 2024-06-11 珠海格力电器股份有限公司 一种能耗数据处理方法、装置、电子设备及存储介质
CN112117665B (zh) * 2020-08-31 2022-12-27 国网安徽省电力有限公司六安供电公司 匹配开关柜组的除湿控制方法及系统
CN112150311B (zh) * 2020-09-09 2023-09-26 日立楼宇技术（广州）有限公司 能耗异常状态检测方法、装置、计算机设备和存储介质
EP3985582A1 (fr) 2020-10-16 2022-04-20 Craft.Ai Dispositifs et procédés de sélection d'échantillon de données pour la gestion de la consommation d'énergie
WO2022079280A1 (fr) 2020-10-16 2022-04-21 Craft.Ai Dispositifs et processus de sélection d'échantillons de données pour gestion de consommation d'énergie
US11539598B2 (en) * 2020-10-16 2022-12-27 Craft.Ai Devices and processes for data sample selection for power consumption management
CN112622624B (zh) * 2020-12-18 2022-08-16 华人运通(江苏)技术有限公司 动力电池热失控预警方法、装置、存储介质及终端设备
CN112712442B (zh) * 2020-12-30 2023-11-07 国网浙江省电力有限公司营销服务中心 一种基于多维聚类的电力用户超容诊断方法
EP4405758A2 (fr) 2021-09-20 2024-07-31 Vutility, Inc. Codage adaptatif relatif
CN114066013B (zh) * 2021-10-21 2024-08-09 国网浙江省电力有限公司台州供电公司 一种用于新能源电力市场的净负荷预测方法及装置
US20230143734A1 (en) * 2021-11-09 2023-05-11 Tableau Software, LLC Detecting anomalies in visualizations
TWI825844B (zh) * 2022-07-13 2023-12-11 緯創資通股份有限公司 工廠用電的節能預估方法及電子裝置
CN115473331B (zh) * 2022-07-22 2024-04-12 国网河南省电力公司新乡供电公司 一种基于动态建模的数字孪生电网用电量监管系统
CN115933507B (zh) * 2022-11-15 2024-08-06 中国人民解放军国防科技大学 一种智能化区域用电节能方法及系统
CN115795329B (zh) * 2023-02-06 2023-04-11 佰聆数据股份有限公司 一种基于大数据网格下的用电异常行为分析方法和装置
CN116795628B (zh) * 2023-05-24 2024-05-14 荣耀终端有限公司 终端设备的功耗处理方法、终端设备以及可读存储介质
CN116822658B (zh) * 2023-08-28 2024-01-26 长江三峡集团实业发展(北京)有限公司 一种风光资源的预警方法、装置、计算机设备及存储介质
CN117892249B (zh) * 2024-03-15 2024-05-31 宁波析昶环保科技有限公司 一种数智化运维平台预警系统

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US7693670B2 (en) * 2007-08-14 2010-04-06 General Electric Company Cognitive electric power meter
US20110046805A1 (en) * 2009-08-18 2011-02-24 Honeywell International Inc. Context-aware smart home energy manager
TW201118789A (en) * 2009-09-09 2011-06-01 Univ Trobe Method and system for energy management
US9190844B2 (en) * 2012-11-04 2015-11-17 Bao Tran Systems and methods for reducing energy usage
US9256908B2 (en) * 2011-08-19 2016-02-09 International Business Machines Corporation Utility consumption disaggregation using low sample rate smart meters

Also Published As

Publication number Publication date
US20190122132A1 (en) 2019-04-25
WO2017183029A1 (fr) 2017-10-26
IL262446A (en) 2018-12-31
WO2017183029A9 (fr) 2017-12-14

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Legal Events

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MK1 Application lapsed section 142(2)(a) - no request for examination in relevant period